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Delli Pizzi S, Tomaiuolo F, Sestieri C, Chiarelli AM, Gambi F, Ferretti A, Sensi SL. Modafinil alters the functional connectivity of distinct thalamic nuclei with the neocortex. Neuroimage 2025; 312:121242. [PMID: 40288703 DOI: 10.1016/j.neuroimage.2025.121242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Revised: 04/23/2025] [Accepted: 04/24/2025] [Indexed: 04/29/2025] Open
Abstract
Modafinil promotes wakefulness and enhances cognitive function through mechanisms and neural effects that are still partially unknown. Several studies have shown that the compound alters the functional cortical architecture. In contrast, its influence on subcortical regions and thalamocortical connections, which are crucial for modulating neocortical connectivity, remains unexplored. The acute modulation of thalamo-cortical connectivity was assessed in two groups of participants who received either a single 100 mg dose of modafinil (N = 25) or a placebo (N = 25). Magnetic Resonance Imaging (MRI) was used to parcel the thalamus into its constituent nuclei, which served as seeds for voxel-wise resting state functional connectivity analyses. Additionally, maps of nuclei-specific functional reorganization were compared to those of receptor/transporter expression to assess their spatial overlaps. Modafinil, but not placebo, altered the connectivity of three thalamic nuclei. Specifically, the medial pulvinar nuclei showed increased connectivity with cortical regions of the Sensorimotor and Salience/Ventral Attention (SVAN) Networks. These functional changes spatially overlapped with the distribution of the norepinephrine transporter (NET). Additionally, the anterior and inferior pulvinar complex exhibited enhanced connectivity with the insular and supramarginal regions of the SVAN and superior frontal area of the Default Mode Network (DMN). However, unlike the medial pulvinar, these effects were not spatially linked to the expression of any specific receptor or transporter. Finally, the ventro-lateral anterior complex exhibited increased connectivity with the posterior region of the DMN and the Fronto-Parietal Control Network, along with decreased connectivity to the premotor cortex. The topography of these functional modifications mainly overlaps with the distribution of glutamatergic and serotonergic receptors. In summary, our findings highlight modafinil's influence on thalamocortical circuits, emphasizing the role of higher-order pulvinar nuclei and ventro-lateral anterior complex.
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Affiliation(s)
- Stefano Delli Pizzi
- Department of Neuroscience, Imaging, and Clinical Sciences, University "G. d'Annunzio" of Chieti-Pescara, Italy; Institute for Advanced Biomedical Technologies (ITAB), University "G. d'Annunzio"of Chieti-Pescara, Italy; Molecular Neurology Unit, Center for Advanced Studies and Technology (CAST), University "G. d'Annunzio" of Chieti-Pescara, Italy.
| | - Federica Tomaiuolo
- Institute for Advanced Biomedical Technologies (ITAB), University "G. d'Annunzio"of Chieti-Pescara, Italy; Department of Engineering and Geology, University "G. d'Annunzio" of Chieti Pescara, Italy
| | - Carlo Sestieri
- Department of Neuroscience, Imaging, and Clinical Sciences, University "G. d'Annunzio" of Chieti-Pescara, Italy; Institute for Advanced Biomedical Technologies (ITAB), University "G. d'Annunzio"of Chieti-Pescara, Italy
| | - Antonio Maria Chiarelli
- Department of Neuroscience, Imaging, and Clinical Sciences, University "G. d'Annunzio" of Chieti-Pescara, Italy; Institute for Advanced Biomedical Technologies (ITAB), University "G. d'Annunzio"of Chieti-Pescara, Italy
| | - Francesco Gambi
- Department of Neuroscience, Imaging, and Clinical Sciences, University "G. d'Annunzio" of Chieti-Pescara, Italy; Molecular Neurology Unit, Center for Advanced Studies and Technology (CAST), University "G. d'Annunzio" of Chieti-Pescara, Italy
| | - Antonio Ferretti
- Department of Neuroscience, Imaging, and Clinical Sciences, University "G. d'Annunzio" of Chieti-Pescara, Italy; Institute for Advanced Biomedical Technologies (ITAB), University "G. d'Annunzio"of Chieti-Pescara, Italy; UdA-TechLab, Research Center, University "G. d'Annunzio" of Chieti-Pescara, Italy
| | - Stefano L Sensi
- Department of Neuroscience, Imaging, and Clinical Sciences, University "G. d'Annunzio" of Chieti-Pescara, Italy; Institute for Advanced Biomedical Technologies (ITAB), University "G. d'Annunzio"of Chieti-Pescara, Italy; Molecular Neurology Unit, Center for Advanced Studies and Technology (CAST), University "G. d'Annunzio" of Chieti-Pescara, Italy; Neurology Institute, SS Annunziata University Hospital, University "G. d'Annunzio" of Chieti-Pescara, Italy.
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Delli Pizzi S, Tomaiuolo F, Ferretti A, Bubbico G, Onofrj V, Della Penna S, Sestieri C, Sensi SL. Modulation of Cerebellar-Cortical Connectivity Induced by Modafinil and Its Relationship With Receptor and Transporter Expression. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2025; 10:304-313. [PMID: 39603413 DOI: 10.1016/j.bpsc.2024.11.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2024] [Revised: 11/08/2024] [Accepted: 11/12/2024] [Indexed: 11/29/2024]
Abstract
BACKGROUND Modafinil is primarily used to treat narcolepsy but is also used as an off-label cognitive enhancer. Functional magnetic resonance imaging studies indicate that modafinil modulates the connectivity of neocortical networks primarily involved in attention and executive functions. However, much less is known about the drug's effects on subcortical structures. Following preliminary findings, we evaluated modafinil's activity on the connectivity of distinct cerebellar regions with the neocortex. We assessed the spatial relationship of these effects with the expression of neurotransmitter receptors/transporters. METHODS Patterns of resting-state functional magnetic resonance imaging connectivity were estimated in 50 participants from scans acquired pre- and postadministration of a single (100 mg) dose of modafinil (n = 25) or placebo (n = 25). Using specific cerebellar regions as seeds for voxelwise analyses, we examined modafinil's modulation of cerebellar-neocortical connectivity. Next, we conducted a quantitative evaluation of the spatial overlap between the modulation of cerebellar-neocortical connectivity and the expression of neurotransmitter receptors/transporters obtained by publicly available databases. RESULTS Modafinil increased the connectivity of crus I and vermis IX with prefrontal regions. Crus I connectivity changes were associated with the expression of dopaminergic D2 receptors. The vermis I-II showed enhanced coupling with the dorsal anterior cingulate cortex and matched the expression of histaminergic H3 receptors. The vermis VII-VIII displayed increased connectivity with the visual cortex, an activity associated with dopaminergic and histaminergic neurotransmission. CONCLUSIONS Our study reveals modafinil's modulatory effects on cerebellar-neocortical connectivity. The modulation mainly involves crus I and the vermis and spatially overlaps the distribution of dopaminergic and histaminergic receptors.
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Affiliation(s)
- Stefano Delli Pizzi
- Department of Neuroscience, Imaging, and Clinical Sciences, University "G. d'Annunzio" of Chieti-Pescara, Chieti, Italy; Institute for Advanced Biomedical Technologies, University "G. d'Annunzio" of Chieti-Pescara, Chieti, Italy; Molecular Neurology Unit, Center for Advanced Studies and Technology, University "G. d'Annunzio" of Chieti-Pescara, Chieti, Italy.
| | - Federica Tomaiuolo
- Institute for Advanced Biomedical Technologies, University "G. d'Annunzio" of Chieti-Pescara, Chieti, Italy; Department of Engineering and Geology, University "G d'Annunzio" of Chieti-Pescara, Chieti, Italy
| | - Antonio Ferretti
- Department of Neuroscience, Imaging, and Clinical Sciences, University "G. d'Annunzio" of Chieti-Pescara, Chieti, Italy; Institute for Advanced Biomedical Technologies, University "G. d'Annunzio" of Chieti-Pescara, Chieti, Italy; UdA-TechLab, Research Center, University "G. d'Annunzio" of Chieti-Pescara, Chieti, Italy
| | - Giovanna Bubbico
- Department of Neuroscience, Imaging, and Clinical Sciences, University "G. d'Annunzio" of Chieti-Pescara, Chieti, Italy; Institute for Advanced Biomedical Technologies, University "G. d'Annunzio" of Chieti-Pescara, Chieti, Italy; Molecular Neurology Unit, Center for Advanced Studies and Technology, University "G. d'Annunzio" of Chieti-Pescara, Chieti, Italy
| | - Valeria Onofrj
- Faculty of Medicine, University of Masaryk, Brno, Czech Republicia; Department of Radiology, Cliniques Universitaires Saint Luc, Bruxelles, Belgium; Hôpitaux Iris Sud, Bruxelles, Belgium
| | - Stefania Della Penna
- Department of Neuroscience, Imaging, and Clinical Sciences, University "G. d'Annunzio" of Chieti-Pescara, Chieti, Italy; Institute for Advanced Biomedical Technologies, University "G. d'Annunzio" of Chieti-Pescara, Chieti, Italy
| | - Carlo Sestieri
- Department of Neuroscience, Imaging, and Clinical Sciences, University "G. d'Annunzio" of Chieti-Pescara, Chieti, Italy; Institute for Advanced Biomedical Technologies, University "G. d'Annunzio" of Chieti-Pescara, Chieti, Italy
| | - Stefano L Sensi
- Department of Neuroscience, Imaging, and Clinical Sciences, University "G. d'Annunzio" of Chieti-Pescara, Chieti, Italy; Institute for Advanced Biomedical Technologies, University "G. d'Annunzio" of Chieti-Pescara, Chieti, Italy; Molecular Neurology Unit, Center for Advanced Studies and Technology, University "G. d'Annunzio" of Chieti-Pescara, Chieti, Italy.
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Liu F, Zhang M, Chen T, Zhai L, Zhang Z, Xue J. Equilibrium and Vestibular Safety of Modafinil in Healthy Volunteers. Aerosp Med Hum Perform 2022; 93:487-492. [DOI: 10.3357/amhp.6032.2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
BACKGROUND: Modafinil, as a wake-promoting agent, is commonly used to relieve fatigue during military operations. However, there is a lack of clarity regarding the effects of modafinil on the equilibrium and vestibular organs, especially when prescribing this drug to flight crewmembers.
The objective of this study was to evaluate the equilibrium- and vestibular-related safety effects of modafinil.METHODS: In a randomized, double-blind, placebo-controlled, crossover study, 10 healthy male volunteers received a single 200-mg oral dose of modafinil or placebo. Equilibrium
and vestibular functions were assessed 2 h after oral administration by the sensory organization test (SOT), adaptation test (ADT), and video head impulse test (v-HIT).RESULTS: There was no change in the equilibrium scores of the six SOT conditions or the composite scores between
the modafinil and placebo groups. Statistically significant differences were not observed for the sway energy score (SES) in the toe-down test. In the toe-up test, the SES decreased by 16.7% in the modafinil group relative to the placebo group in trial 2, while the differences in other trials
were not statistically significant. In the v-HIT, there was no significant difference in the gain of each semicircular canal between the two groups.DISCUSSION: A single 200-mg dose of modafinil did not cause any impairment to vestibular function, equilibrium ability, or adaptive
balance response; in fact, modafinil might have a positive effect on adaptation function in healthy volunteers. These findings preliminarily suggest that there is no hidden risk of vestibular dysfunction among aviation employees using modafinil.Liu F, Zhang M, Chen T, Zhai L, Zhang
Z, Xue J. Equilibrium and vestibular safety of modafinil in healthy volunteers. Aerosp Med Hum Perform. 2022; 93(6):487–492.
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Olazadeh K, Borumandnia N, Khadembashi N, Alavi Majd H. Effect of Modafinil on functional connectivity in healthy young people using resting-state fMRI data. AMERICAN JOURNAL OF NEURODEGENERATIVE DISEASE 2022; 11:1-9. [PMID: 35600512 PMCID: PMC9123432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Accepted: 03/09/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Examining the differences in the Functional Connectivity (FC) network while using Functional Magnetic Resonance Imaging (fMRI) between two groups can expand the understanding of neural processes and help diagnose and prevent neurological progression disorders. The present study evaluated the Modafinil effect on the FC of brain Regions of Interest (ROI) among healthy young individuals between the Modafinil and placebo groups. METHOD The data used in this study were downloaded from the open fMRI site and analyzed after preprocessing. Data included brain scan images of 26 healthy young men with no history of neurological disorders. These people are divided into two groups of drugs and a placebo. The drug group was given 100 mg of Modafinil, and the placebo group was assigned the same dose. Data were analyzed using a longitudinal variance component model. RESULT After taking the drug and placebo by the two groups, the study of the difference between FC in the drug and placebo group and the baseline effect showed a statistically significant difference in one pair of ROIs. Also, in examining the difference between FC in the drug and placebo groups of the longitudinal trend, there was a statistically significant difference between 5 pairs of ROIs. CONCLUSION After taking Modafinil and placebo, it was observed that FC in most areas in the drug group increased compared to the placebo group, indicating Modafinil has cognitive enhancement properties and has a role in visual, auditory, memory learning, and self-awareness functions and enhances these functions.
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Affiliation(s)
- Keyvan Olazadeh
- Department of Biostatistics, School of Allied Medical Sciences, Shahid Beheshti University of Medical SciencesTehran, Iran
| | - Nasrin Borumandnia
- Urology and Nephrology Research Centre, Shahid Beheshti University of Medical SciencesTehran, Iran
| | - Naghmeh Khadembashi
- English Language Department, School of Allied Medical Sciences, Shahid Beheshti University of Medical SciencesTehran, Iran
| | - Hamid Alavi Majd
- Department of Biostatistics, School of Allied Medical Sciences, Shahid Beheshti University of Medical SciencesTehran, Iran
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Fiscon G, Conte F, Amadio S, Volonté C, Paci P. Drug Repurposing: A Network-based Approach to Amyotrophic Lateral Sclerosis. Neurotherapeutics 2021; 18:1678-1691. [PMID: 33987813 PMCID: PMC8609089 DOI: 10.1007/s13311-021-01064-z] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/02/2021] [Indexed: 02/07/2023] Open
Abstract
The continuous adherence to the conventional "one target, one drug" paradigm has failed so far to provide effective therapeutic solutions for heterogeneous and multifactorial diseases as amyotrophic lateral sclerosis (ALS), a rare progressive and chronic, debilitating neurological disease for which no cure is available. The present study is aimed at finding innovative solutions and paradigms for therapy in ALS pathogenesis, by exploiting new insights from Network Medicine and drug repurposing strategies. To identify new drug-ALS disease associations, we exploited SAveRUNNER, a recently developed network-based algorithm for drug repurposing, which quantifies the proximity of disease-associated genes to drug targets in the human interactome. We prioritized 403 SAveRUNNER-predicted drugs according to decreasing values of network similarity with ALS. Among catecholamine, dopamine, serotonin, histamine, and GABA receptor modulators, as well as angiotensin-converting enzymes, cyclooxygenase isozymes, and serotonin transporter inhibitors, we found some interesting no customary ALS drugs, including amoxapine, clomipramine, mianserin, and modafinil. Furthermore, we strengthened the SAveRUNNER predictions by a gene set enrichment analysis that confirmed modafinil as a drug with the highest score among the 121 identified drugs with a score > 0. Our results contribute to gathering further proofs of innovative solutions for therapy in ALS pathogenesis.
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Affiliation(s)
- Giulia Fiscon
- Institute for Systems Analysis and Computer Science “A. Ruberti”, National Research Council (IASI–CNR), Via Dei Taurini 19, 00185 Rome, Italy
- Fondazione per la Medicina Personalizzata, Via Goffredo Mameli, Genova, Italy
| | - Federica Conte
- Institute for Systems Analysis and Computer Science “A. Ruberti”, National Research Council (IASI–CNR), Via Dei Taurini 19, 00185 Rome, Italy
| | - Susanna Amadio
- IRCCS Santa Lucia Foundation, Preclinical Neuroscience, Via Del Fosso di Fiorano 65, 00143 Rome, Italy
| | - Cinzia Volonté
- Institute for Systems Analysis and Computer Science “A. Ruberti”, National Research Council (IASI–CNR), Via Dei Taurini 19, 00185 Rome, Italy
- IRCCS Santa Lucia Foundation, Preclinical Neuroscience, Via Del Fosso di Fiorano 65, 00143 Rome, Italy
| | - Paola Paci
- Institute for Systems Analysis and Computer Science “A. Ruberti”, National Research Council (IASI–CNR), Via Dei Taurini 19, 00185 Rome, Italy
- Department of Computer, Control, and Management Engineering Antonio Ruberti (DIAG), Sapienza University, Rome, Italy
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Delli Pizzi S, Granzotto A, Bomba M, Frazzini V, Onofrj M, Sensi SL. Acting Before; A Combined Strategy to Counteract the Onset and Progression of Dementia. Curr Alzheimer Res 2020; 17:790-804. [PMID: 33272186 DOI: 10.2174/1567205017666201203085524] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2019] [Revised: 09/10/2020] [Accepted: 10/16/2020] [Indexed: 11/22/2022]
Abstract
Brain aging and aging-related neurodegenerative disorders are posing a significant challenge for health systems worldwide. To date, most of the therapeutic efforts aimed at counteracting dementiarelated behavioral and cognitive impairment have been focused on addressing putative determinants of the disease, such as β-amyloid or tau. In contrast, relatively little attention has been paid to pharmacological interventions aimed at restoring or promoting the synaptic plasticity of the aging brain. The review will explore and discuss the most recent molecular, structural/functional, and behavioral evidence that supports the use of non-pharmacological approaches as well as cognitive-enhancing drugs to counteract brain aging and early-stage dementia.
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Affiliation(s)
- Stefano Delli Pizzi
- Behavioral Neurology and Molecular Neurology Units, Center for Advanced Studies and Technology, CAST, University G. d'Annunzio of Chieti-Pescara, Pescara, Italy
| | - Alberto Granzotto
- Behavioral Neurology and Molecular Neurology Units, Center for Advanced Studies and Technology, CAST, University G. d'Annunzio of Chieti-Pescara, Pescara, Italy
| | - Manuela Bomba
- Behavioral Neurology and Molecular Neurology Units, Center for Advanced Studies and Technology, CAST, University G. d'Annunzio of Chieti-Pescara, Pescara, Italy
| | - Valerio Frazzini
- AP-HP, Epilepsy Unit, Pitie-Salpetriere Hospital and Brain and Spine Institute (INSERM UMRS1127, CNRS UMR7225, Sorbonne Universite), Pitie-Salpetriere Hospital, Paris, France
| | - Marco Onofrj
- Behavioral Neurology and Molecular Neurology Units, Center for Advanced Studies and Technology, CAST, University G. d'Annunzio of Chieti-Pescara, Pescara, Italy
| | - Stefano L Sensi
- Behavioral Neurology and Molecular Neurology Units, Center for Advanced Studies and Technology, CAST, University G. d'Annunzio of Chieti-Pescara, Pescara, Italy
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Popescu IR, Le KQ, Ducote AL, Li JE, Leland AE, Mostany R. Increased intrinsic excitability and decreased synaptic inhibition in aged somatosensory cortex pyramidal neurons. Neurobiol Aging 2020; 98:88-98. [PMID: 33249377 DOI: 10.1016/j.neurobiolaging.2020.10.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 09/02/2020] [Accepted: 10/08/2020] [Indexed: 10/23/2022]
Abstract
Sensorimotor performance declines during advanced age, partially due to deficits in somatosensory acuity. Cortical receptive field expansion contributes to somatosensory deficits, suggesting increased excitability or decreased inhibition in primary somatosensory cortex (S1) pyramidal neurons. To ascertain changes in excitability and inhibition, we measured both properties in neurons from vibrissal S1 in brain slices from young and aged mice. Because adapting and non-adapting neurons-the principal pyramidal types in layer 5 (L5)-differ in intrinsic properties and inhibitory inputs, we determined age-dependent changes according to neuron type. We found an age-dependent increase in intrinsic excitability in adapting neurons, caused by a decrease in action potential threshold. Surprisingly, in non-adapting neurons we found both an increase in excitability caused by increased input resistance, and a decrease in synaptic inhibition. Spike frequency adaptation, already small in non-adapting neurons, was further reduced by aging, whereas sag, a manifestation of Ih, was increased. Therefore, aging caused both decreased inhibition and increased intrinsic excitability, but these effects were specific to pyramidal neuron type.
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Affiliation(s)
- Ion R Popescu
- Department of Pharmacology, Tulane University School of Medicine, New Orleans, LA, USA.
| | - Kathy Q Le
- Tulane Brain Institute, Tulane University, New Orleans, LA, USA
| | - Alexis L Ducote
- Department of Pharmacology, Tulane University School of Medicine, New Orleans, LA, USA; Tulane Brain Institute, Tulane University, New Orleans, LA, USA
| | - Jennifer E Li
- Tulane Brain Institute, Tulane University, New Orleans, LA, USA
| | | | - Ricardo Mostany
- Department of Pharmacology, Tulane University School of Medicine, New Orleans, LA, USA; Tulane Brain Institute, Tulane University, New Orleans, LA, USA
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Modafinil treatment modulates functional connectivity in stroke survivors with severe fatigue. Sci Rep 2019; 9:9660. [PMID: 31273283 PMCID: PMC6609702 DOI: 10.1038/s41598-019-46149-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Accepted: 06/20/2019] [Indexed: 01/21/2023] Open
Abstract
Post-stroke fatigue has a significant impact on stroke survivors’ mental and physical well-being. Our recent clinical trial showed significant reduction of post-stroke fatigue with modafinil treatment, however functional connectivity changes in response to modafinil have not yet been explored in stroke survivors with post-stroke fatigue. Twenty-eight participants (multidimensional fatigue inventory-20 ≥ 60) had MRI scans at baseline, and during modafinil and placebo treatment. Resting-state functional MRI data were obtained, and independent component analysis was used to extract functional networks. Resting-state functional connectivity (rsFC) was examined between baseline, modafinil and placebo treatment using permutation testing with threshold-free cluster enhancement. Overall twenty-eight participants (mean age: 62 ± 14.3, mean baseline MFI-20: 72.3 ± 9.24) were included. During modafinil treatment, increased rsFC was observed in the right hippocampus (p = 0.004, 11 voxels) compared to placebo. This coincided with lower rsFC in the left frontoparietal (inferior parietal lobule, p = 0.023, 13 voxels), somatosensory (primary somatosensory cortex; p = 0.009, 32 voxels) and mesolimbic network (temporal pole, p = 0.016, 35 voxels). In conclusion, modafinil treatment induces significant changes in rsFC in post-stroke fatigue. This modulation of rsFC may relate to a reduction of post-stroke fatigue; however, the relationship between sensory processing, neurotransmitter expression and fatigue requires further exploration.
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Brem AK, Sensi SL. Towards Combinatorial Approaches for Preserving Cognitive Fitness in Aging. Trends Neurosci 2018; 41:885-897. [DOI: 10.1016/j.tins.2018.09.009] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Revised: 09/21/2018] [Accepted: 09/24/2018] [Indexed: 12/11/2022]
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